Kimon Fountoulakis
Kimon Fountoulakis
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Recent & Upcoming Talks
2021
Graph convolution for semi-supervised classification: improved linear separability and out-of-distribution generalization
Jun 24, 2021 12:00 AM
Virtual
PDF
Video
2020
Understanding Inductive Biases of Graph Neural Networks
Jun 22, 2020 12:00 AM
Virtual
PDF
Recent advances in local graph clustering and the transition to global analysis
Feb 4, 2020 12:00 AM
Hawaii
PDF
2019
Local Graph Clustering
Aug 6, 2019 12:00 AM
Berlin
PDF
Local Graph Clustering
Jul 30, 2019 12:00 AM
Waterloo
PDF
A Short Introduction to Software for Local Graph Clustering
Jun 14, 2019 12:00 AM
Zurich
PDF
2018
Variational Perspective on Local Graph Clustering
Jul 6, 2018 12:00 AM
Bordeaux
PDF
Numerical Optimization, Formulations, Serial and Parallel Algorithms for Machine Learning and Network Science
Jun 20, 2018 12:00 AM
Chania, Crete
PDF
2017
Parallel Methods for Convex Optimization
Dec 14, 2017 12:00 AM
Berkeley
PDF
Communication Avoiding Optimization Algorithms
May 22, 2017 12:00 AM
Santa Cruz, California
PDF
2016
Parallel Local Graph Clustering
Sep 21, 2016 12:00 AM
Raleigh, North Carolina
PDF
Local graph clustering and optimization
Jun 21, 2016 12:00 AM
Berkeley, California
PDF
2015
Performance of First- and Second-Order Methods for Large-Scale Optimization
Jul 12, 2015 12:00 AM
Pittsburgh, Pennsylvania
PDF
Newton-type Methods for Support Vector Machines and Signal Reconstruction Problems
Apr 28, 2015 12:00 AM
Oxford, United Kingdom
PDF
Primal-Dual Newton Conjugate Gradients Method for Compressed Sensing Problems
Mar 16, 2015 12:00 AM
Salt Lake City, Utah
PDF
Newton-type Methods for Big-Data Optimization
Feb 25, 2015 12:00 AM
Edinburgh, United Kingdom
PDF
2014
Robust Block Coordinate Descent
Dec 16, 2014 12:00 AM
London, United Kingdom
PDF
Robust Block Coordinate Descent
Dec 1, 2014 12:00 AM
Edinburgh, United Kingdom
PDF
A Second-Order Method for Strongly Convex L1-regularisation Problems
Sep 4, 2014 12:00 AM
Birmingham, United Kingdom
PDF
A Second-Order Method for Sparse Signal Reconstruction in Compressed Sensing
Jul 13, 2014 12:00 AM
Barcelona, Spain
PDF
Primal-Dual Newton Conjugate Gradients Method for L1-regularized Problems
Jul 12, 2014 12:00 AM
Perpignan, France
PDF
A Second-Order Method for Sparse Signal Reconstruction in Compressed Sensing
May 19, 2014 12:00 AM
San Diego, California
PDF
2013
Second-Order Methods for l1-Regularized Problems in Machine Learning and Sparse Signal Reconstruction
Oct 31, 2013 12:00 AM
Edinburgh, United Kingdom
PDF
Second-Order Methods for Signal Reconstruction, Big-Data and Machine Learning Problems
Jul 30, 2013 12:00 AM
Lisbon, Portugal
PDF
A Second-Order Method for Strongly Convex l1-Regularization Problems
Jul 3, 2013 12:00 AM
Rome, Italy
PDF
A Second-Order Method for Strongly Convex l1-Regularization Problems
Jul 2, 2013 12:00 AM
Florence, Italy
PDF
Second-Order Methods for Sparse Signal Reconstruction
Jun 21, 2013 12:00 AM
Oxford, United Kingdom
PDF
2012
Matrix-free Interior Point Method for Compressed Sensing Problems
Sep 4, 2012 12:00 AM
Edinburgh, United Kingdom
PDF
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